What you’ll learn
- Learn the basic fundamentals of biostatistics and infectious disease analysis
- Learn how to find correlation between population and disease rate
- Learn how to analyze infected patient demographics
- Learn how to map infectious disease per county using heatmap
- Learn how to analyze infectious disease yearly trend
- Learn how to perform confidence interval analysis
- Learn how to forecast infectious disease rate using time series decomposition
- Learn how to do epidemiological modeling using SIR model
- Learn how to perform public health policy evaluation
- Learn how to calculate infectious disease transmission rate using SIR model
- Learn several factors that accelerate the spread of infectious disease, such as population density, herd immunity, and antigenic variation
- Learn how to detect potential outliers using Z score method
- Learn how to clean dataset by removing missing rows and duplicate values
- Learn how to find and download datasets from Kaggle
How to Enroll Python for Biostatistics: Analyzing Infectious Diseases Data course?
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